Metrics for Text.Parsec.Token:makeTokenParser from parsec-3.1.9, B

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated; 0ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
100%	99.9%	0%	0.1%	0%	0%	0%	1

Compiler

Compiled 7 to 7 computations (0% saved)

sample843.0ms (33.4%)

Memory

33.3MiB live, 672.6MiB allocated; 899ms collecting garbage

Samples

338.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 165.0ms

ival-mult: 103.0ms (62.3% of total)

ival-add: 52.0ms (31.5% of total)

ival-true: 6.0ms (3.6% of total)

ival-assert: 3.0ms (1.8% of total)

adjust: 2.0ms (1.2% of total)

Bogosity

explain48.0ms (1.9%)

Memory

28.1MiB live, 73.4MiB allocated; 12ms collecting garbage

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`y`
-	-	`(*.f64 (+.f64 x y) z)`
-	-	`(+.f64 x y)`
-	-	`z`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	1

Precision?

0/0

Recall?

0/0

Samples

20.0ms

512×

valid

Compiler

Compiled 31 to 19 computations (38.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 7.0ms

ival-add: 3.0ms (42.2% of total)

ival-mult: 3.0ms (42.2% of total)

ival-true: 0.0ms (0% of total)

adjust: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

preprocess35.0ms (1.4%)

Memory

-8.8MiB live, 36.6MiB allocated; 15ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	21	54
1	43	50
2	97	50
3	223	46
4	310	46
5	414	46
6	490	46
7	568	46
8	608	46
9	618	46
0	5	5
0	7	5
1	9	5
2	17	5
3	32	5
4	53	5
5	82	5
6	102	5
7	134	5
8	152	5
9	172	5
10	182	5
0	182	5

Stop Event

1×	iter limit
1×	saturated
1×	iter limit
1×	saturated

Calls

Call 1

Inputs
(*.f64 (+.f64 x y) z)

Outputs
(*.f64 (+.f64 x y) z)
(*.f64 z (+.f64 y x))

Symmetry

(negabs z)

(sort x y)

Compiler

Compiled 5 to 5 computations (0% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(*.f64 (+.f64 x y) z)

Compiler

Compiled 5 to 5 computations (0% saved)

simplify7.0ms (0.3%)

Memory

6.2MiB live, 6.2MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(+.f64 x y)
cost-diff	0	(*.f64 (+.f64 x y) z)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	11
0	7	11
1	9	11
2	17	11
3	32	11
4	53	11
5	82	11
6	102	11
7	134	11
8	152	11
9	172	11
10	182	11
0	182	11

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
(*.f64 (+.f64 x y) z)
(+.f64 x y)
x
y
z

Outputs
(*.f64 (+.f64 x y) z)
(*.f64 z (+.f64 y x))
(+.f64 x y)
(+.f64 y x)
x
y
z

localize68.0ms (2.7%)

Memory

-62.8MiB live, 16.6MiB allocated; 19ms collecting garbage

Localize:

Found 2 expressions of interest:

New	Metric	Score	Program
accuracy	0.0	(+.f64 x y)
accuracy	0.01171875	(*.f64 (+.f64 x y) z)

Samples

62.0ms

256×

valid

Compiler

Compiled 13 to 7 computations (46.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 3.0ms

ival-mult: 2.0ms (58% of total)

ival-add: 1.0ms (29% of total)

ival-true: 0.0ms (0% of total)

adjust: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series4.0ms (0.1%)

Memory

4.2MiB live, 4.2MiB allocated; 0ms collecting garbage

Counts

2 → 15

Calls

Call 1

Inputs
(*.f64 (+.f64 x y) z)
(+.f64 x y)

Outputs
(* y z)
(+ (* x z) (* y z))
y
(+ x y)
(* x z)
(* x (+ z (/ (* y z) x)))
x
(* x (+ 1 (/ y x)))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(* -1 (* x (- (* -1 (/ y x)) 1)))
(* y (+ z (/ (* x z) y)))
(* y (+ 1 (/ x y)))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ x y)) 1)))
(* z (+ x y))

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	y	@	-inf	((* (+ x y) z) (+ x y))
0.0ms	x	@	inf	((* (+ x y) z) (+ x y))
0.0ms	x	@	-inf	((* (+ x y) z) (+ x y))
0.0ms	z	@	-inf	((* (+ x y) z) (+ x y))
0.0ms	y	@	inf	((* (+ x y) z) (+ x y))

simplify173.0ms (6.8%)

Memory

-3.9MiB live, 87.2MiB allocated; 10ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	39	53
1	139	53
2	414	53
3	1235	53
4	2412	53
5	3827	53
6	4552	53
7	4847	53
8	5949	53
9	7107	53
0	8097	53

Stop Event

1×	iter limit
1×	node limit

Counts

15 → 13

Calls

Call 1

Inputs
(* y z)
(+ (* x z) (* y z))
y
(+ x y)
(* x z)
(* x (+ z (/ (* y z) x)))
x
(* x (+ 1 (/ y x)))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(* -1 (* x (- (* -1 (/ y x)) 1)))
(* y (+ z (/ (* x z) y)))
(* y (+ 1 (/ x y)))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(* -1 (* y (- (* -1 (/ x y)) 1)))
(* z (+ x y))

Outputs
(* y z)
(*.f64 z y)
(+ (* x z) (* y z))
(*.f64 (+.f64 y x) z)
y
(+ x y)
(+.f64 y x)
(* x z)
(*.f64 z x)
(* x (+ z (/ (* y z) x)))
(*.f64 (+.f64 y x) z)
x
(* x (+ 1 (/ y x)))
(+.f64 y x)
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(*.f64 (+.f64 y x) z)
(* -1 (* x (- (* -1 (/ y x)) 1)))
(+.f64 y x)
(* y (+ z (/ (* x z) y)))
(*.f64 (+.f64 y x) z)
(* y (+ 1 (/ x y)))
(+.f64 y x)
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(*.f64 (+.f64 y x) z)
(* -1 (* y (- (* -1 (/ x y)) 1)))
(+.f64 y x)
(* z (+ x y))
(*.f64 (+.f64 y x) z)

rewrite161.0ms (6.4%)

Memory

18.5MiB live, 150.3MiB allocated; 29ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	5	8
0	7	8
1	22	8
2	143	8
3	1428	8
0	9226	8

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

2 → 260

Calls

Call 1

Inputs
(*.f64 (+.f64 x y) z)
(+.f64 x y)

Outputs
(.f64 (/.f64 (.f64 (pow.f64 (-.f64 y x) #s(literal 2 binary64)) z) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (-.f64 y x) y (*.f64 x x)))
(.f64 (/.f64 (.f64 (pow.f64 (-.f64 y x) #s(literal 2 binary64)) z) (pow.f64 (-.f64 y x) #s(literal 2 binary64))) (-.f64 y x))
(.f64 (/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z) (pow.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) #s(literal 2 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))
(.f64 (/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z) (-.f64 (pow.f64 (.f64 (-.f64 y x) y) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 y x) y) (-.f64 (.f64 (-.f64 y x) y) (.f64 x x)) (pow.f64 x #s(literal 4 binary64))))
(.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (/.f64 z (fma.f64 (-.f64 y x) y (.f64 x x))))
(*.f64 (-.f64 y x) z)
(*.f64 (pow.f64 (-.f64 y x) #s(literal 2 binary64)) (/.f64 z (-.f64 y x)))
(*.f64 z (-.f64 y x))
(/.f64 (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) z) (.f64 (neg.f64 x) z))) (fma.f64 z y (*.f64 (neg.f64 x) z)))
(/.f64 (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 z) x) (.f64 (neg.f64 z) x))) (fma.f64 z y (*.f64 (neg.f64 z) x)))
(/.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 y) z) (.f64 (neg.f64 y) z))) (fma.f64 z x (*.f64 (neg.f64 y) z)))
(/.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 z) y) (.f64 (neg.f64 z) y))) (fma.f64 z x (*.f64 (neg.f64 z) y)))
(/.f64 (-.f64 (.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z)) (.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z))) (-.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z)))
(/.f64 (-.f64 (.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))) (.f64 (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))))) (-.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))))
(/.f64 (-.f64 (pow.f64 (.f64 z y) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 x) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (fma.f64 (.f64 (neg.f64 x) z) (.f64 (neg.f64 x) z) (.f64 (.f64 z y) (.f64 (neg.f64 x) z)))))
(/.f64 (-.f64 (pow.f64 (.f64 z y) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 z) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (fma.f64 (.f64 (neg.f64 z) x) (.f64 (neg.f64 z) x) (.f64 (.f64 z y) (.f64 (neg.f64 z) x)))))
(/.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 y) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (fma.f64 (.f64 (neg.f64 y) z) (.f64 (neg.f64 y) z) (.f64 (.f64 z x) (.f64 (neg.f64 y) z)))))
(/.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 z) y) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (fma.f64 (.f64 (neg.f64 z) y) (.f64 (neg.f64 z) y) (.f64 (.f64 z x) (.f64 (neg.f64 z) y)))))
(/.f64 (+.f64 (pow.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) #s(literal 3 binary64)) (pow.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) #s(literal 3 binary64))) (fma.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (-.f64 (.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z)) (.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z)))))
(/.f64 (+.f64 (pow.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) #s(literal 3 binary64)) (pow.f64 (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) #s(literal 3 binary64))) (fma.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (-.f64 (.f64 (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))) (.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (pow.f64 (.f64 z x) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 z y) (.f64 z x))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (pow.f64 (.f64 z y) #s(literal 2 binary64)))) (neg.f64 (-.f64 (.f64 z x) (.f64 z y))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 z y) #s(literal 3 binary64)) (pow.f64 (.f64 z x) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (.f64 (.f64 z y) (*.f64 z x))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 z x) #s(literal 3 binary64)) (pow.f64 (.f64 z y) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 z x) (*.f64 z y))))))
(/.f64 (neg.f64 (neg.f64 (*.f64 (pow.f64 (-.f64 y x) #s(literal 2 binary64)) z))) (-.f64 y x))
(/.f64 (neg.f64 (neg.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z))) (neg.f64 (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(/.f64 (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (pow.f64 (.f64 z x) #s(literal 2 binary64))) (-.f64 (.f64 z y) (.f64 z x)))
(/.f64 (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (pow.f64 (.f64 z y) #s(literal 2 binary64))) (-.f64 (.f64 z x) (.f64 z y)))
(/.f64 (+.f64 (pow.f64 (.f64 z y) #s(literal 3 binary64)) (pow.f64 (.f64 z x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (.f64 (.f64 z y) (*.f64 z x)))))
(/.f64 (+.f64 (pow.f64 (.f64 z x) #s(literal 3 binary64)) (pow.f64 (.f64 z y) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (-.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (.f64 (.f64 z x) (*.f64 z y)))))
(/.f64 (neg.f64 (*.f64 (pow.f64 (-.f64 y x) #s(literal 2 binary64)) z)) (-.f64 y x))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z)) (neg.f64 (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(/.f64 (neg.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z)) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x))))
(/.f64 (*.f64 (pow.f64 (-.f64 y x) #s(literal 2 binary64)) z) (-.f64 y x))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x))))
(/.f64 (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) z) (fma.f64 (-.f64 y x) y (.f64 x x)))
(fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (*.f64 x x))) z))
(fma.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (*.f64 x x)))))
(fma.f64 z y (*.f64 z x))
(fma.f64 z x (*.f64 z y))
(fma.f64 y z (*.f64 z x))
(fma.f64 x z (*.f64 z y))
(-.f64 (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (-.f64 (.f64 z y) (.f64 z x))) (/.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (-.f64 (.f64 z y) (.f64 z x))))
(-.f64 (/.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) (-.f64 (.f64 z x) (.f64 z y))) (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) (-.f64 (.f64 z x) (.f64 z y))))
(-.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (neg.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) z))
(-.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 (neg.f64 z) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))))
(-.f64 (.f64 z y) (.f64 (neg.f64 x) z))
(-.f64 (.f64 z y) (.f64 (neg.f64 z) x))
(-.f64 (.f64 z x) (.f64 (neg.f64 y) z))
(-.f64 (.f64 z x) (.f64 (neg.f64 z) y))
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(-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))
(-.f64 (.f64 y (/.f64 y (-.f64 y x))) (.f64 x (/.f64 x (-.f64 y x))))
(-.f64 (.f64 x (/.f64 x (-.f64 y x))) (.f64 (neg.f64 (/.f64 (.f64 y y) (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))) (fma.f64 (-.f64 y x) y (.f64 x x))))
(-.f64 (.f64 x (/.f64 x (-.f64 y x))) (.f64 (neg.f64 (/.f64 (*.f64 y y) (pow.f64 (-.f64 y x) #s(literal 2 binary64)))) (-.f64 y x)))
(-.f64 (.f64 x (/.f64 x (-.f64 y x))) (.f64 (neg.f64 (neg.f64 y)) (/.f64 y (-.f64 y x))))
(-.f64 (.f64 x (/.f64 x (-.f64 y x))) (/.f64 (.f64 (neg.f64 (neg.f64 y)) y) (-.f64 y x)))
(-.f64 (.f64 x (/.f64 x (-.f64 y x))) (.f64 y (/.f64 y (-.f64 y x))))
(-.f64 (neg.f64 x) y)
(-.f64 (neg.f64 y) (neg.f64 x))
(-.f64 (neg.f64 y) x)
(-.f64 y (neg.f64 x))
(-.f64 y x)
(-.f64 x y)
(+.f64 (/.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (.f64 y (fma.f64 (-.f64 y x) y (.f64 x x))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (.f64 x (fma.f64 (-.f64 y x) y (.f64 x x))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (.f64 x (fma.f64 (-.f64 y x) y (.f64 x x))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (.f64 y (fma.f64 (-.f64 y x) y (.f64 x x))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) y) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) x) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) x) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) y) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 9 binary64)) (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (/.f64 (pow.f64 y #s(literal 9 binary64)) (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) #s(literal 3 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))))) (/.f64 (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) #s(literal 3 binary64)) (+.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) #s(literal 2 binary64)) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))))))
(+.f64 (/.f64 (.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (pow.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) #s(literal 2 binary64))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) (pow.f64 y #s(literal 3 binary64))) (pow.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) #s(literal 2 binary64))))
(+.f64 (/.f64 (pow.f64 y #s(literal 9 binary64)) (.f64 (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (pow.f64 x #s(literal 9 binary64)) (.f64 (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (pow.f64 x #s(literal 9 binary64)) (.f64 (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (pow.f64 y #s(literal 9 binary64)) (.f64 (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (.f64 y (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 x (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (.f64 x (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 y (fma.f64 (-.f64 y x) y (.f64 x x))) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) y) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) x) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) x) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (fma.f64 (-.f64 y x) y (.f64 x x)) y) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (/.f64 (pow.f64 x #s(literal 9 binary64)) (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (/.f64 (pow.f64 y #s(literal 9 binary64)) (-.f64 (-.f64 (pow.f64 y #s(literal 6 binary64)) (pow.f64 x #s(literal 6 binary64))) (pow.f64 (.f64 y x) #s(literal 3 binary64)))) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (.f64 (fma.f64 y y (.f64 x x)) (-.f64 y x))) (/.f64 (.f64 (.f64 (neg.f64 y) y) (.f64 y y)) (.f64 (fma.f64 y y (*.f64 x x)) (-.f64 y x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (.f64 (fma.f64 (.f64 y y) (fma.f64 y y (.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (-.f64 y x))) (/.f64 (pow.f64 y #s(literal 6 binary64)) (.f64 (fma.f64 (.f64 y y) (fma.f64 y y (.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (-.f64 y x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))) (/.f64 (pow.f64 y #s(literal 6 binary64)) (.f64 (-.f64 (pow.f64 y #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (neg.f64 (pow.f64 y #s(literal 3/2 binary64))) (pow.f64 y #s(literal 3/2 binary64))) (neg.f64 (fma.f64 (-.f64 y x) y (*.f64 x x)))))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (.f64 (neg.f64 y) y) y) (neg.f64 (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (neg.f64 (pow.f64 y #s(literal 3/2 binary64))) (pow.f64 y #s(literal 3/2 binary64))) (fma.f64 (-.f64 y x) y (*.f64 x x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (.f64 (.f64 (neg.f64 y) y) y) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))))
(+.f64 (.f64 y (/.f64 y (-.f64 y x))) (/.f64 (.f64 (neg.f64 (neg.f64 x)) (neg.f64 x)) (-.f64 y x)))
(+.f64 (.f64 y (/.f64 y (-.f64 y x))) (.f64 x (/.f64 x (-.f64 y x))))
(+.f64 (.f64 x (/.f64 x (-.f64 y x))) (/.f64 (.f64 (neg.f64 (neg.f64 y)) (neg.f64 y)) (-.f64 y x)))
(+.f64 (.f64 x (/.f64 x (-.f64 y x))) (.f64 y (/.f64 y (-.f64 y x))))
(+.f64 (neg.f64 x) y)
(+.f64 (neg.f64 y) (neg.f64 x))
(+.f64 (neg.f64 y) x)
(+.f64 y (neg.f64 x))
(+.f64 y x)
(+.f64 x y)

eval28.0ms (1.1%)

Memory: 23.3MiB live, 65.4MiB allocated; 6ms collecting garbage
Compiler: Compiled 8 087 to 871 computations (89.2% saved)

prune4.0ms (0.2%)

Memory

16.4MiB live, 16.4MiB allocated; 0ms collecting garbage

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	261	3	264
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	261	4	265

Accuracy

100.0%

Counts

265 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.6%	(fma.f64 z x (*.f64 z y))
✓	100.0%	(*.f64 (+.f64 x y) z)
▶	54.0%	#s(approx (* (+ x y) z) (*.f64 z y))
▶	56.2%	#s(approx (* (+ x y) z) (*.f64 z x))

Compiler

Compiled 29 to 24 computations (17.2% saved)

simplify9.0ms (0.3%)

Memory

-39.4MiB live, 7.0MiB allocated; 3ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 6 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 z y)
cost-diff	1	(fma.f64 z x (*.f64 z y))
cost-diff	0	(*.f64 z y)
cost-diff	0	#s(approx (* (+ x y) z) (*.f64 z y))
cost-diff	0	(*.f64 z x)
cost-diff	0	#s(approx (* (+ x y) z) (*.f64 z x))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	10	40
0	13	39
1	21	39
2	34	39
3	57	39
4	92	39
5	115	39
6	152	39
7	171	39
8	181	39
9	186	39
0	186	39

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (*.f64 z x))
(*.f64 z x)
z
x
#s(approx (* (+ x y) z) (*.f64 z y))
(*.f64 z y)
z
y
(fma.f64 z x (*.f64 z y))
z
x
(*.f64 z y)
y

Outputs
#s(approx (* (+ x y) z) (*.f64 z x))
(*.f64 z x)
z
x
#s(approx (* (+ x y) z) (*.f64 z y))
(*.f64 z y)
z
y
(fma.f64 z x (*.f64 z y))
(*.f64 z (+.f64 y x))
z
x
(*.f64 z y)
y

localize22.0ms (0.9%)

Memory

42.2MiB live, 42.2MiB allocated; 0ms collecting garbage

Localize:

Found 6 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 z y)
accuracy	0.2539034976055602	(fma.f64 z x (*.f64 z y))
accuracy	0.0	(*.f64 z y)
accuracy	29.42894852222027	#s(approx (* (+ x y) z) (*.f64 z y))
accuracy	0.0	(*.f64 z x)
accuracy	28.009803195168384	#s(approx (* (+ x y) z) (*.f64 z x))

Samples

16.0ms

256×

valid

Compiler

Compiled 35 to 10 computations (71.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 7.0ms

ival-mult: 5.0ms (68% of total)

ival-add: 2.0ms (27.2% of total)

ival-true: 0.0ms (0% of total)

adjust: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series14.0ms (0.5%)

Memory

-60.9MiB live, 5.5MiB allocated; 6ms collecting garbage

Counts

5 → 9

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (*.f64 z x))
(*.f64 z x)
#s(approx (* (+ x y) z) (*.f64 z y))
(*.f64 z y)
(fma.f64 z x (*.f64 z y))

Outputs
(* y z)
(+ (* x z) (* y z))
(* x z)
(* x (+ z (/ (* y z) x)))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(* y (+ z (/ (* x z) y)))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(* z (+ x y))
(* -1 (* z (+ (* -1 x) (* -1 y))))

Calls

9 calls:

Time	Variable		Point	Expression
8.0ms	z	@	0	((* (+ x y) z) (* z x) (* (+ x y) z) (* z y) (+ (* z x) (* z y)))
1.0ms	z	@	-inf	((* (+ x y) z) (* z x) (* (+ x y) z) (* z y) (+ (* z x) (* z y)))
1.0ms	x	@	inf	((* (+ x y) z) (* z x) (* (+ x y) z) (* z y) (+ (* z x) (* z y)))
1.0ms	z	@	inf	((* (+ x y) z) (* z x) (* (+ x y) z) (* z y) (+ (* z x) (* z y)))
1.0ms	x	@	-inf	((* (+ x y) z) (* z x) (* (+ x y) z) (* z y) (+ (* z x) (* z y)))

simplify231.0ms (9.2%)

Memory

36.7MiB live, 127.0MiB allocated; 9ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	29	41
1	114	41
2	355	41
3	1126	41
4	2815	41
5	3661	41
6	4118	41
7	4276	41
8	4368	41
9	4418	41
10	4426	41
11	4426	41
12	4570	41
13	4906	41
14	5174	41
15	5238	41
16	5238	41
17	7790	41
0	8022	41

Stop Event

1×	iter limit
1×	node limit

Counts

9 → 9

Calls

Call 1

Inputs
(* y z)
(+ (* x z) (* y z))
(* x z)
(* x (+ z (/ (* y z) x)))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(* y (+ z (/ (* x z) y)))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(* z (+ x y))
(* -1 (* z (+ (* -1 x) (* -1 y))))

Outputs
(* y z)
(*.f64 z y)
(+ (* x z) (* y z))
(*.f64 z (+.f64 y x))
(* x z)
(*.f64 z x)
(* x (+ z (/ (* y z) x)))
(*.f64 z (+.f64 y x))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(*.f64 z (+.f64 y x))
(* y (+ z (/ (* x z) y)))
(*.f64 z (+.f64 y x))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(*.f64 z (+.f64 y x))
(* z (+ x y))
(*.f64 z (+.f64 y x))
(* -1 (* z (+ (* -1 x) (* -1 y))))
(*.f64 z (+.f64 y x))

rewrite207.0ms (8.2%)

Memory

12.6MiB live, 149.7MiB allocated; 20ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	10	30
0	13	29
1	46	29
2	318	29
3	3519	29
0	8302	29

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

5 → 261

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (*.f64 z x))
(*.f64 z x)
#s(approx (* (+ x y) z) (*.f64 z y))
(*.f64 z y)
(fma.f64 z x (*.f64 z y))

Outputs
#s(approx (* (+ x y) z) (*.f64 z x))
(*.f64 (fabs.f64 (fabs.f64 z)) x)
(.f64 (sqrt.f64 (.f64 (*.f64 z z) (neg.f64 x))) (sqrt.f64 (neg.f64 x)))
(.f64 (sqrt.f64 (neg.f64 (.f64 (neg.f64 x) z))) (sqrt.f64 (neg.f64 (*.f64 (neg.f64 x) z))))
(.f64 (sqrt.f64 (.f64 (neg.f64 x) z)) (sqrt.f64 (*.f64 (neg.f64 x) z)))
(.f64 (sqrt.f64 (neg.f64 x)) (sqrt.f64 (.f64 (neg.f64 x) (*.f64 z z))))
(.f64 (sqrt.f64 (.f64 z x)) (sqrt.f64 (*.f64 z x)))
(.f64 (sqrt.f64 (.f64 (*.f64 x x) z)) (sqrt.f64 z))
(.f64 (sqrt.f64 z) (sqrt.f64 (.f64 (*.f64 x x) z)))
(.f64 (sqrt.f64 (.f64 (*.f64 z z) x)) (sqrt.f64 x))
(.f64 (sqrt.f64 x) (sqrt.f64 (.f64 (*.f64 z z) x)))
(*.f64 (exp.f64 (log.f64 z)) x)
(*.f64 (fabs.f64 z) x)
(*.f64 z x)
(*.f64 x (fabs.f64 (fabs.f64 z)))
(*.f64 x (exp.f64 (log.f64 z)))
(*.f64 x (fabs.f64 z))
(*.f64 x z)
(pow.f64 (*.f64 (neg.f64 x) z) #s(literal 1 binary64))
(pow.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 z x) #s(literal 1 binary64))
(sqrt.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64)))
(fabs.f64 (neg.f64 (*.f64 (neg.f64 x) z)))
(fabs.f64 (*.f64 (neg.f64 x) z))
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(+.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z) (.f64 (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x))) z))
(+.f64 (.f64 z (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))) (.f64 z (/.f64 (pow.f64 y #s(literal 3 binary64)) (fma.f64 (-.f64 y x) y (.f64 x x)))))
(+.f64 (/.f64 (pow.f64 (.f64 z y) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z z) y) (-.f64 y x) (pow.f64 (.f64 z x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 z x) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z z) y) (-.f64 y x) (pow.f64 (.f64 z x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (pow.f64 (.f64 z x) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z z) y) (-.f64 y x) (pow.f64 (.f64 z x) #s(literal 2 binary64)))) (/.f64 (pow.f64 (.f64 z y) #s(literal 3 binary64)) (fma.f64 (.f64 (.f64 z z) y) (-.f64 y x) (pow.f64 (.f64 z x) #s(literal 2 binary64)))))
(+.f64 (/.f64 (/.f64 (pow.f64 (.f64 z x) #s(literal 2 binary64)) z) (-.f64 x y)) (/.f64 (/.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) z) (-.f64 x y)))
(+.f64 (.f64 z y) (.f64 (neg.f64 (neg.f64 x)) z))
(+.f64 (.f64 z y) (.f64 z x))
(+.f64 (.f64 z x) (.f64 (neg.f64 (neg.f64 y)) z))
(+.f64 (.f64 z x) (.f64 (neg.f64 y) (neg.f64 z)))
(+.f64 (.f64 z x) (.f64 z y))

eval49.0ms (1.9%)

Memory: 6.0MiB live, 50.1MiB allocated; 4ms collecting garbage
Compiler: Compiled 5 747 to 635 computations (89% saved)

prune6.0ms (0.3%)

Memory

-28.8MiB live, 17.2MiB allocated; 2ms collecting garbage

Pruning

5 alts after pruning (1 fresh and 4 done)

	Pruned	Kept	Total
New	294	1	295
Fresh	0	0	0
Picked	0	3	3
Done	0	1	1
Total	294	5	299

Accuracy

100.0%

Counts

299 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(fma.f64 z x (*.f64 z y))
✓	100.0%	(*.f64 (+.f64 x y) z)
✓	54.0%	#s(approx (* (+ x y) z) (*.f64 z y))
✓	56.2%	#s(approx (* (+ x y) z) (*.f64 z x))
▶	11.7%	#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))

Compiler

Compiled 39 to 32 computations (17.9% saved)

simplify16.0ms (0.6%)

Memory

26.5MiB live, 26.5MiB allocated; 0ms collecting garbage

Algorithm

1×	egg-herbie

Localize:

Found 3 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 z x)
cost-diff	0	(fabs.f64 (*.f64 z x))
cost-diff	0	#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	19
0	10	19
1	18	19
2	42	19
3	91	19
4	235	19
5	672	19
6	874	19
7	906	19
8	925	19
9	945	19
10	950	19
0	950	19

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))
(fabs.f64 (*.f64 z x))
(*.f64 z x)
z
x

Outputs
#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))
(fabs.f64 (*.f64 z x))
(*.f64 z x)
z
x

localize65.0ms (2.6%)

Memory

-13.9MiB live, 48.1MiB allocated; 57ms collecting garbage

Localize:

Found 3 expressions of interest:

New	Metric	Score
accuracy	0.0	(*.f64 z x)
accuracy	0.0	(fabs.f64 (*.f64 z x))
accuracy	56.52747478557564	#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))

Samples

32.0ms

256×

valid

Compiler

Compiled 16 to 9 computations (43.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 25.0ms

ival-mult: 22.0ms (87% of total)

ival-add: 1.0ms (4% of total)

ival-fabs: 1.0ms (4% of total)

ival-true: 0.0ms (0% of total)

adjust: 0.0ms (0% of total)

ival-assert: 0.0ms (0% of total)

series3.0ms (0.1%)

Memory

2.6MiB live, 2.6MiB allocated; 0ms collecting garbage

Counts

3 → 9

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))
(fabs.f64 (*.f64 z x))
(*.f64 z x)

Outputs
(* y z)
(+ (* x z) (* y z))
(fabs (* x z))
(* x z)
(* x (+ z (/ (* y z) x)))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(* y (+ z (/ (* x z) y)))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(* z (+ x y))

Calls

9 calls:

Time	Variable		Point	Expression
1.0ms	z	@	-inf	((* (+ x y) z) (fabs (* z x)) (* z x))
1.0ms	x	@	-inf	((* (+ x y) z) (fabs (* z x)) (* z x))
0.0ms	x	@	inf	((* (+ x y) z) (fabs (* z x)) (* z x))
0.0ms	z	@	inf	((* (+ x y) z) (fabs (* z x)) (* z x))
0.0ms	x	@	0	((* (+ x y) z) (fabs (* z x)) (* z x))

simplify103.0ms (4.1%)

Memory

8.1MiB live, 55.5MiB allocated; 3ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	25	40
1	99	40
2	344	40
3	970	40
4	2583	40
5	4583	40
6	5454	40
7	6064	40
8	6995	40
9	7939	40
10	7969	40
0	8215	40

Stop Event

1×	iter limit
1×	node limit

Counts

9 → 9

Calls

Call 1

Inputs
(* y z)
(+ (* x z) (* y z))
(fabs (* x z))
(* x z)
(* x (+ z (/ (* y z) x)))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(* y (+ z (/ (* x z) y)))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(* z (+ x y))

Outputs
(* y z)
(*.f64 z y)
(+ (* x z) (* y z))
(*.f64 z (+.f64 y x))
(fabs (* x z))
(fabs.f64 (*.f64 z x))
(* x z)
(*.f64 z x)
(* x (+ z (/ (* y z) x)))
(*.f64 z (+.f64 y x))
(* -1 (* x (+ (* -1 z) (* -1 (/ (* y z) x)))))
(*.f64 z (+.f64 y x))
(* y (+ z (/ (* x z) y)))
(*.f64 z (+.f64 y x))
(* -1 (* y (+ (* -1 z) (* -1 (/ (* x z) y)))))
(*.f64 z (+.f64 y x))
(* z (+ x y))
(*.f64 z (+.f64 y x))

rewrite125.0ms (5%)

Memory

-13.6MiB live, 78.3MiB allocated; 8ms collecting garbage

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	8	17
0	10	16
1	33	16
2	181	15
3	1606	15
0	10012	15

Stop Event

1×	iter limit
1×	node limit
1×	iter limit

Counts

3 → 103

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))
(fabs.f64 (*.f64 z x))
(*.f64 z x)

Outputs
#s(approx (* (+ x y) z) (*.f64 z x))
(.f64 (neg.f64 (neg.f64 (sqrt.f64 (.f64 z x)))) (neg.f64 (neg.f64 (sqrt.f64 (*.f64 z x)))))
(.f64 (fabs.f64 (.f64 (sqrt.f64 z) x)) (fabs.f64 (sqrt.f64 z)))
(.f64 (fabs.f64 (sqrt.f64 z)) (fabs.f64 (.f64 (sqrt.f64 z) x)))
(.f64 (fabs.f64 (.f64 (sqrt.f64 x) z)) (sqrt.f64 x))
(.f64 (sqrt.f64 (.f64 (*.f64 z x) (neg.f64 z))) (sqrt.f64 x))
(.f64 (sqrt.f64 (pow.f64 (.f64 z x) #s(literal 3/2 binary64))) (sqrt.f64 (sqrt.f64 (*.f64 z x))))
(.f64 (sqrt.f64 (sqrt.f64 (.f64 z x))) (sqrt.f64 (pow.f64 (*.f64 z x) #s(literal 3/2 binary64))))
(.f64 (sqrt.f64 (neg.f64 z)) (.f64 (sqrt.f64 z) x))
(.f64 (pow.f64 (.f64 (*.f64 z x) (neg.f64 z)) #s(literal 1/2 binary64)) (sqrt.f64 x))
(.f64 (pow.f64 (pow.f64 (.f64 z x) #s(literal 3/2 binary64)) #s(literal 1/2 binary64)) (pow.f64 (sqrt.f64 (*.f64 z x)) #s(literal 1/2 binary64)))
(.f64 (pow.f64 (neg.f64 (sqrt.f64 (.f64 z x))) #s(literal 1 binary64)) (pow.f64 (neg.f64 (sqrt.f64 (*.f64 z x))) #s(literal 1 binary64)))
(.f64 (pow.f64 (.f64 (sqrt.f64 x) z) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 x) #s(literal 1 binary64)))
(.f64 (pow.f64 (.f64 (sqrt.f64 z) x) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 z) #s(literal 1 binary64)))
(.f64 (pow.f64 (sqrt.f64 z) #s(literal 1 binary64)) (pow.f64 (.f64 (sqrt.f64 z) x) #s(literal 1 binary64)))
(.f64 (pow.f64 (sqrt.f64 x) #s(literal 1 binary64)) (pow.f64 (.f64 (sqrt.f64 x) z) #s(literal 1 binary64)))
(*.f64 (pow.f64 (neg.f64 (neg.f64 z)) #s(literal 1 binary64)) x)
(*.f64 (pow.f64 (neg.f64 z) #s(literal 1 binary64)) x)
(.f64 (pow.f64 (sqrt.f64 (.f64 z x)) #s(literal 1/2 binary64)) (pow.f64 (pow.f64 (*.f64 z x) #s(literal 3/2 binary64)) #s(literal 1/2 binary64)))
(.f64 (pow.f64 (neg.f64 z) #s(literal 1/2 binary64)) (.f64 (sqrt.f64 z) x))
(.f64 (neg.f64 (sqrt.f64 (.f64 z x))) (neg.f64 (sqrt.f64 (*.f64 z x))))
(*.f64 (neg.f64 (neg.f64 z)) x)
(.f64 (.f64 (sqrt.f64 z) x) (sqrt.f64 (neg.f64 z)))
(.f64 (.f64 (sqrt.f64 z) x) (pow.f64 (neg.f64 z) #s(literal 1/2 binary64)))
(.f64 (.f64 (sqrt.f64 z) x) (sqrt.f64 z))
(.f64 (.f64 (sqrt.f64 x) z) (sqrt.f64 x))
(.f64 (sqrt.f64 z) (.f64 (sqrt.f64 z) x))
(.f64 (sqrt.f64 x) (fabs.f64 (.f64 (sqrt.f64 x) z)))
(.f64 (sqrt.f64 x) (sqrt.f64 (.f64 (neg.f64 z) (*.f64 z x))))
(.f64 (sqrt.f64 x) (pow.f64 (.f64 (neg.f64 z) (*.f64 z x)) #s(literal 1/2 binary64)))
(.f64 (sqrt.f64 x) (.f64 (sqrt.f64 x) z))
(*.f64 (neg.f64 z) x)
(.f64 (sqrt.f64 (.f64 z x)) (sqrt.f64 (*.f64 z x)))
(*.f64 z x)
(*.f64 x (pow.f64 (neg.f64 (neg.f64 z)) #s(literal 1 binary64)))
(*.f64 x (pow.f64 (neg.f64 z) #s(literal 1 binary64)))
(*.f64 x (neg.f64 (neg.f64 z)))
(*.f64 x (neg.f64 z))
(*.f64 x z)
(pow.f64 (neg.f64 (sqrt.f64 (*.f64 z x))) #s(literal 2 binary64))
(pow.f64 (pow.f64 (*.f64 z x) #s(literal 4 binary64)) #s(literal 1/4 binary64))
(pow.f64 (sqrt.f64 (*.f64 z x)) #s(literal 2 binary64))
(pow.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 z x) #s(literal 1 binary64))
(neg.f64 (*.f64 z x))
(sqrt.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64)))
(fabs.f64 (*.f64 z x))
(exp.f64 (/.f64 (log.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 z x)) #s(literal 1 binary64)))
(exp.f64 (.f64 (log.f64 (sqrt.f64 (.f64 z x))) #s(literal 2 binary64)))
(exp.f64 (log.f64 (*.f64 z x)))
(+.f64 (cosh.f64 (log.f64 (.f64 z x))) (sinh.f64 (log.f64 (.f64 z x))))
(.f64 (neg.f64 (neg.f64 (sqrt.f64 (.f64 z x)))) (neg.f64 (neg.f64 (sqrt.f64 (*.f64 z x)))))
(.f64 (fabs.f64 (.f64 (sqrt.f64 z) x)) (fabs.f64 (sqrt.f64 z)))
(.f64 (fabs.f64 (sqrt.f64 z)) (fabs.f64 (.f64 (sqrt.f64 z) x)))
(.f64 (fabs.f64 (.f64 (sqrt.f64 x) z)) (sqrt.f64 x))
(.f64 (sqrt.f64 (.f64 (*.f64 z x) (neg.f64 z))) (sqrt.f64 x))
(.f64 (sqrt.f64 (pow.f64 (.f64 z x) #s(literal 3/2 binary64))) (sqrt.f64 (sqrt.f64 (*.f64 z x))))
(.f64 (sqrt.f64 (sqrt.f64 (.f64 z x))) (sqrt.f64 (pow.f64 (*.f64 z x) #s(literal 3/2 binary64))))
(.f64 (sqrt.f64 (neg.f64 z)) (.f64 (sqrt.f64 z) x))
(.f64 (pow.f64 (.f64 (*.f64 z x) (neg.f64 z)) #s(literal 1/2 binary64)) (sqrt.f64 x))
(.f64 (pow.f64 (pow.f64 (.f64 z x) #s(literal 3/2 binary64)) #s(literal 1/2 binary64)) (pow.f64 (sqrt.f64 (*.f64 z x)) #s(literal 1/2 binary64)))
(.f64 (pow.f64 (neg.f64 (sqrt.f64 (.f64 z x))) #s(literal 1 binary64)) (pow.f64 (neg.f64 (sqrt.f64 (*.f64 z x))) #s(literal 1 binary64)))
(.f64 (pow.f64 (.f64 (sqrt.f64 x) z) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 x) #s(literal 1 binary64)))
(.f64 (pow.f64 (.f64 (sqrt.f64 z) x) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 z) #s(literal 1 binary64)))
(.f64 (pow.f64 (sqrt.f64 z) #s(literal 1 binary64)) (pow.f64 (.f64 (sqrt.f64 z) x) #s(literal 1 binary64)))
(.f64 (pow.f64 (sqrt.f64 x) #s(literal 1 binary64)) (pow.f64 (.f64 (sqrt.f64 x) z) #s(literal 1 binary64)))
(*.f64 (pow.f64 (neg.f64 (neg.f64 z)) #s(literal 1 binary64)) x)
(*.f64 (pow.f64 (neg.f64 z) #s(literal 1 binary64)) x)
(.f64 (pow.f64 (sqrt.f64 (.f64 z x)) #s(literal 1/2 binary64)) (pow.f64 (pow.f64 (*.f64 z x) #s(literal 3/2 binary64)) #s(literal 1/2 binary64)))
(.f64 (pow.f64 (neg.f64 z) #s(literal 1/2 binary64)) (.f64 (sqrt.f64 z) x))
(.f64 (neg.f64 (sqrt.f64 (.f64 z x))) (neg.f64 (sqrt.f64 (*.f64 z x))))
(*.f64 (neg.f64 (neg.f64 z)) x)
(.f64 (.f64 (sqrt.f64 z) x) (sqrt.f64 (neg.f64 z)))
(.f64 (.f64 (sqrt.f64 z) x) (pow.f64 (neg.f64 z) #s(literal 1/2 binary64)))
(.f64 (.f64 (sqrt.f64 z) x) (sqrt.f64 z))
(.f64 (.f64 (sqrt.f64 x) z) (sqrt.f64 x))
(.f64 (sqrt.f64 z) (.f64 (sqrt.f64 z) x))
(.f64 (sqrt.f64 x) (fabs.f64 (.f64 (sqrt.f64 x) z)))
(.f64 (sqrt.f64 x) (sqrt.f64 (.f64 (neg.f64 z) (*.f64 z x))))
(.f64 (sqrt.f64 x) (pow.f64 (.f64 (neg.f64 z) (*.f64 z x)) #s(literal 1/2 binary64)))
(.f64 (sqrt.f64 x) (.f64 (sqrt.f64 x) z))
(*.f64 (neg.f64 z) x)
(.f64 (sqrt.f64 (.f64 z x)) (sqrt.f64 (*.f64 z x)))
(*.f64 z x)
(*.f64 x (pow.f64 (neg.f64 (neg.f64 z)) #s(literal 1 binary64)))
(*.f64 x (pow.f64 (neg.f64 z) #s(literal 1 binary64)))
(*.f64 x (neg.f64 (neg.f64 z)))
(*.f64 x (neg.f64 z))
(*.f64 x z)
(pow.f64 (neg.f64 (sqrt.f64 (*.f64 z x))) #s(literal 2 binary64))
(pow.f64 (pow.f64 (*.f64 z x) #s(literal 4 binary64)) #s(literal 1/4 binary64))
(pow.f64 (sqrt.f64 (*.f64 z x)) #s(literal 2 binary64))
(pow.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64)) #s(literal 1/2 binary64))
(pow.f64 (*.f64 z x) #s(literal 1 binary64))
(neg.f64 (*.f64 z x))
(sqrt.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64)))
(fabs.f64 (*.f64 z x))
(exp.f64 (/.f64 (log.f64 (pow.f64 (*.f64 z x) #s(literal 2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 z x)) #s(literal 1 binary64)))
(exp.f64 (.f64 (log.f64 (sqrt.f64 (.f64 z x))) #s(literal 2 binary64)))
(exp.f64 (log.f64 (*.f64 z x)))
(+.f64 (cosh.f64 (log.f64 (.f64 z x))) (sinh.f64 (log.f64 (.f64 z x))))

eval5.0ms (0.2%)

Memory: 7.9MiB live, 7.9MiB allocated; 0ms collecting garbage
Compiler: Compiled 782 to 167 computations (78.6% saved)

prune3.0ms (0.1%)

Memory

6.3MiB live, 6.3MiB allocated; 0ms collecting garbage

Pruning

5 alts after pruning (0 fresh and 5 done)

	Pruned	Kept	Total
New	56	0	56
Fresh	0	0	0
Picked	0	1	1
Done	0	4	4
Total	56	5	61

Accuracy

100.0%

Counts

61 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(fma.f64 z x (*.f64 z y))
✓	100.0%	(*.f64 (+.f64 x y) z)
✓	54.0%	#s(approx (* (+ x y) z) (*.f64 z y))
✓	56.2%	#s(approx (* (+ x y) z) (*.f64 z x))
✓	11.7%	#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))

Compiler

Compiled 78 to 46 computations (41% saved)

regimes56.0ms (2.2%)

Memory

-27.8MiB live, 23.4MiB allocated; 6ms collecting garbage

Counts

5 → 1

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (*.f64 z x))
#s(approx (* (+ x y) z) (*.f64 z y))
#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))
(*.f64 (+.f64 x y) z)
(fma.f64 z x (*.f64 z y))

Outputs
(*.f64 (+.f64 x y) z)

Calls

5 calls:

47.0ms	y
2.0ms	z
2.0ms	x
2.0ms	(+.f64 x y)
2.0ms	(*.f64 (+.f64 x y) z)

Results

Accuracy	Segments	Branch
100.0%	1	`(+.f64 x y)`
100.0%	1	`(*.f64 (+.f64 x y) z)`
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes8.0ms (0.3%)

Memory

15.0MiB live, 15.0MiB allocated; 0ms collecting garbage

Counts

3 → 2

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (*.f64 z x))
#s(approx (* (+ x y) z) (*.f64 z y))
#s(approx (* (+ x y) z) (fabs.f64 (*.f64 z x)))

Outputs
#s(approx (* (+ x y) z) (*.f64 z x))
#s(approx (* (+ x y) z) (*.f64 z y))

Calls

5 calls:

2.0ms	z
2.0ms	y
1.0ms	x
1.0ms	(+.f64 x y)
1.0ms	(*.f64 (+.f64 x y) z)

Results

Accuracy	Segments	Branch
98.6%	2	`(+.f64 x y)`
98.6%	2	`(*.f64 (+.f64 x y) z)`
88.5%	2	`x`
87.8%	2	`y`
62.5%	3	`z`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

regimes5.0ms (0.2%)

Memory

8.0MiB live, 8.0MiB allocated; 0ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (* (+ x y) z) (*.f64 z x))

Outputs
#s(approx (* (+ x y) z) (*.f64 z x))

Calls

5 calls:

1.0ms	z
1.0ms	y
1.0ms	x
1.0ms	(+.f64 x y)
1.0ms	(*.f64 (+.f64 x y) z)

Results

Accuracy	Segments	Branch
56.2%	1	`z`
56.2%	1	`y`
56.2%	1	`x`
56.2%	1	`(+.f64 x y)`
56.2%	1	`(*.f64 (+.f64 x y) z)`

Compiler

Compiled 11 to 18 computations (-63.6% saved)

bsearch1.0ms (0%)

Memory

0.3MiB live, 0.3MiB allocated; 0ms collecting garbage

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	-1.06089808897627e-309	0.0

Compiler

Compiled 8 to 11 computations (-37.5% saved)

simplify45.0ms (1.8%)

Memory

-38.8MiB live, 8.1MiB allocated; 2ms collecting garbage

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	14	40
1	16	40
2	24	40
3	37	40
4	58	40
5	87	40
6	107	40
7	139	40
8	157	40
9	177	40
10	187	40

Stop Event

1×

saturated

Calls

Call 1

Inputs

(*.f64 (+.f64 x y) z)

(if (<=.f64 (*.f64 (+.f64 x y) z) #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) #s(approx (* (+ x y) z) (*.f64 z x)) #s(approx (* (+ x y) z) (*.f64 z y)))

#s(approx (* (+ x y) z) (*.f64 z x))

Outputs

(*.f64 (+.f64 x y) z)

(if (<=.f64 (*.f64 (+.f64 x y) z) #s(literal -202402253307311/202402253307310618352495346718917307049556649764142118356901358027430339567995346891960383701437124495187077864316811911389808737385793476867013399940738509921517424276566361364466907742093216341239767678472745068562007483424692698618103355649159556340810056512358769552333414615230502532186327508646006263307707741093494784 binary64)) #s(approx (* (+ x y) z) (*.f64 z x)) #s(approx (* (+ x y) z) (*.f64 z y)))

#s(approx (* (+ x y) z) (*.f64 z x))

derivations144.0ms (5.7%)

Memory

4.7MiB live, 95.9MiB allocated; 5ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	39	53
1	139	53
2	414	53
3	1235	53
4	2412	53
5	3827	53
6	4552	53
7	4847	53
8	5949	53
9	7107	53
0	8097	53

Stop Event

1×	done
1×	iter limit
1×	node limit

Compiler

Compiled 40 to 14 computations (65% saved)

preprocess39.0ms (1.6%)

Memory

5.6MiB live, 56.6MiB allocated; 6ms collecting garbage

Remove

(sort x y)

(negabs z)

Compiler

Compiled 130 to 78 computations (40% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

Iter	Nodes	Cost
0	21	54
1	43	50
2	97	50
3	223	46
4	310	46
5	414	46
6	490	46
7	568	46
8	608	46
9	618	46
0	5	5
0	7	5
1	9	5
2	17	5
3	32	5
4	53	5
5	82	5
6	102	5
7	134	5
8	152	5
9	172	5
10	182	5
0	182	5

Iter	Nodes	Cost
0	5	11
0	7	11
1	9	11
2	17	11
3	32	11
4	53	11
5	82	11
6	102	11
7	134	11
8	152	11
9	172	11
10	182	11
0	182	11

Iter	Nodes	Cost
0	10	40
0	13	39
1	21	39
2	34	39
3	57	39
4	92	39
5	115	39
6	152	39
7	171	39
8	181	39
9	186	39
0	186	39

Iter	Nodes	Cost
0	8	19
0	10	19
1	18	19
2	42	19
3	91	19
4	235	19
5	672	19
6	874	19
7	906	19
8	925	19
9	945	19
10	950	19
0	950	19

Iter	Nodes	Cost
0	14	40
1	16	40
2	24	40
3	37	40
4	58	40
5	87	40
6	107	40
7	139	40
8	157	40
9	177	40
10	187	40

Iter	Nodes	Cost
0	21	54
1	43	50
2	97	50
3	223	46
4	310	46
5	414	46
6	490	46
7	568	46
8	608	46
9	618	46
0	5	5
0	7	5
1	9	5
2	17	5
3	32	5
4	53	5
5	82	5
6	102	5
7	134	5
8	152	5
9	172	5
10	182	5
0	182	5

Iter	Nodes	Cost
0	5	11
0	7	11
1	9	11
2	17	11
3	32	11
4	53	11
5	82	11
6	102	11
7	134	11
8	152	11
9	172	11
10	182	11
0	182	11

Iter	Nodes	Cost
0	10	40
0	13	39
1	21	39
2	34	39
3	57	39
4	92	39
5	115	39
6	152	39
7	171	39
8	181	39
9	186	39
0	186	39

Iter	Nodes	Cost
0	8	19
0	10	19
1	18	19
2	42	19
3	91	19
4	235	19
5	672	19
6	874	19
7	906	19
8	925	19
9	945	19
10	950	19
0	950	19

Iter	Nodes	Cost
0	14	40
1	16	40
2	24	40
3	37	40
4	58	40
5	87	40
6	107	40
7	139	40
8	157	40
9	177	40
10	187	40

start0.0ms (0%)

analyze0.0ms (0%)

sample843.0ms (33.4%)

explain48.0ms (1.9%)

preprocess35.0ms (1.4%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify7.0ms (0.3%)

localize68.0ms (2.7%)

series4.0ms (0.1%)

simplify173.0ms (6.8%)

rewrite161.0ms (6.4%)

eval28.0ms (1.1%)

prune4.0ms (0.2%)

simplify9.0ms (0.3%)

localize22.0ms (0.9%)

series14.0ms (0.5%)

simplify231.0ms (9.2%)

rewrite207.0ms (8.2%)

eval49.0ms (1.9%)

prune6.0ms (0.3%)

simplify16.0ms (0.6%)

localize65.0ms (2.6%)

series3.0ms (0.1%)

simplify103.0ms (4.1%)

rewrite125.0ms (5%)

eval5.0ms (0.2%)

prune3.0ms (0.1%)

regimes56.0ms (2.2%)

regimes8.0ms (0.3%)

regimes5.0ms (0.2%)

bsearch1.0ms (0%)

simplify45.0ms (1.8%)

derivations144.0ms (5.7%)

preprocess39.0ms (1.6%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	21	54
1	43	50
2	97	50
3	223	46
4	310	46
5	414	46
6	490	46
7	568	46
8	608	46
9	618	46
0	5	5
0	7	5
1	9	5
2	17	5
3	32	5
4	53	5
5	82	5
6	102	5
7	134	5
8	152	5
9	172	5
10	182	5
0	182	5

Iter	Nodes	Cost
0	5	11
0	7	11
1	9	11
2	17	11
3	32	11
4	53	11
5	82	11
6	102	11
7	134	11
8	152	11
9	172	11
10	182	11
0	182	11

Iter	Nodes	Cost
0	10	40
0	13	39
1	21	39
2	34	39
3	57	39
4	92	39
5	115	39
6	152	39
7	171	39
8	181	39
9	186	39
0	186	39

Iter	Nodes	Cost
0	8	19
0	10	19
1	18	19
2	42	19
3	91	19
4	235	19
5	672	19
6	874	19
7	906	19
8	925	19
9	945	19
10	950	19
0	950	19

Iter	Nodes	Cost
0	14	40
1	16	40
2	24	40
3	37	40
4	58	40
5	87	40
6	107	40
7	139	40
8	157	40
9	177	40
10	187	40